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agentcore-public-stack: Skill for Claude Code

.claude/skills/kaizen-research/SKILL.md

kaizen-research is a skill for Claude Code from Boise-State-Development/agentcore-public-stack. It costs 0 tokens per session (10,401 once invoked), scanned B, original, no licence file.

A weekly research process that scans public and internal sources for new agent tools, trends, features, and user-interface improvements in the AgentCore Public Stack repository. AWS Bedrock, Strands Agents, and FastMCP are technologies related to building AI agents and their tool connections.

In plain words
What is it for?
Finding emerging tools and updates, reviewing changes in the AgentCore stack, and recording possible improvements.
Why use it?
It helps the team keep track of relevant changes instead of manually searching several projects and announcements each week.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is Boise-State-Development/agentcore-public-stack's own configuration. It tells Claude Code how to work on agentcore-public-stack itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything agentcore-public-stack configures →

not rated 22repo changed 20d ago B scan 0 tokens custom licence
View source ↗ Boise-State-Development/agentcore-public-stack boise-state-development.github.io
Reuse

Borrowing it

Nothing to install: this file belongs to Boise-State-Development/agentcore-public-stack. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Boise-State-Development/agentcore-public-stack/main/.claude/skills/kaizen-research/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/Boise-State-Development/agentcore-public-stack

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for kaizen-research

README.md
[![agentmods](https://agentmods.dev/badge/skills/boise-state-development/agentcore-public-stack/kaizen-research/github.svg)](https://agentmods.dev/skills/boise-state-development/agentcore-public-stack/kaizen-research)
Your own site
<a href="https://agentmods.dev/skills/boise-state-development/agentcore-public-stack/kaizen-research"><img src="https://agentmods.dev/badge/skills/boise-state-development/agentcore-public-stack/kaizen-research/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for kaizen-research

Your own site · 80×15
<a href="https://agentmods.dev/skills/boise-state-development/agentcore-public-stack/kaizen-research"><img src="https://agentmods.dev/badge/skills/boise-state-development/agentcore-public-stack/kaizen-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 10,401 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.10401
Opus 5.5 $0.00000 $0.04160
Sonnet 5.5 $0.00000 $0.02080
Haiku 4.5 $0.00000 $0.01040

Measured 20d ago against content hash 4c6432dde44e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

kaizen-research scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 20d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Enumerates other installed skillsmediumAgent snooping

Other skills' SKILL.md files reveal prompts, capabilities and secrets that should be invisible to peers.

18. **Skill inventory.** `find .claude/skills -name SKILL.md -exec stat -f "%Sm %N" {} \;`. Skills not modified in 60+ days and not visibly referenced in recent PRs are retirement candidates.
.claude/skills/kaizen-research/SKILL.md · 568 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 20d ago Changed · +67 lines 4c6432dde44e
  2. 1mo ago Changed · +29 lines 282a5b87452e
  3. 1mo ago Changed · -1 lines 9462f8ca1e91
  4. 1mo ago Changed · +33 lines a51eb5aeb973
  5. 2mo ago Changed · +38 lines 8f8b012b9752
  6. 2mo ago First seen · 402 lines · 0 tokens per session scan B e1f9a35c6c41

Subscribe to this mod's changes

kaizen-research is a skill published in the GitHub repository Boise-State-Development/agentcore-public-stack (22 stars, last pushed yesterday), with no licence file. It costs nothing until one of its globs matches a file; then it loads 10,401 tokens. A static security scan graded it B with 1 finding (enumerates other installed skills). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Research
Related

kaizen-research compared with skills from other repositories

kaizen-research next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
kaizen-researchBoise-State-Development/agentcore-public-stackSkill22yesterdaynoneB0Claude Code
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143ktodayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143ktodayMITA103Claude Code